Adventures in data analysis: A systematic review of Deep Learning techniques for pattern recognition in cyber-physical-social systems

Z Amiri, A Heidari, NJ Navimipour, M Unal… - Multimedia Tools and …, 2024 - Springer
Abstract Machine Learning (ML) and Deep Learning (DL) have achieved high success in
many textual, auditory, medical imaging, and visual recognition patterns. Concerning the …

Boosted local dimensional mutation and all-dimensional neighborhood slime mould algorithm for feature selection

X Zhou, Y Chen, Z Wu, AA Heidari, H Chen… - Neurocomputing, 2023 - Elsevier
The slime mould algorithm (SMA) is a population-based optimization algorithm that mimics
the foraging behavior of slime moulds with a simple structure and few hyperparameters …

A hybrid approach for latency and battery lifetime optimization in IoT devices through offloading and CNN learning

A Heidari, NJ Navimipour, MAJ Jamali… - … : Informatics and Systems, 2023 - Elsevier
Offloading assists in overcoming the resource constraints of specific elements, making it one
of the primary technical enablers of the Internet of Things (IoT). IoT devices with low battery …

A Survey on Network Slicing Security: Attacks, Challenges, Solutions and Research Directions

C De Alwis, P Porambage, K Dev… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The dawn of softwarized networks enables Network Slicing (NS) as an important technology
towards allocating end-to-end logical networks to facilitate diverse requirements of emerging …

Optimal cloud service provider selection: An MADM framework on correlation-based TOPSIS with interval-valued q-rung orthopair fuzzy soft set

RM Zulqarnain, H Garg, WX Ma, I Siddique - Engineering Applications of …, 2024 - Elsevier
The interaction between two factors significantly measures the results' exactness. But,
acquiring information for statistical computation is frequent, and the data obtained could be …

[HTML][HTML] A novel framework for capacitated SDN controller placement: Balancing latency and reliability with PSO algorithm

GD Singh, V Tripathi, A Dumka, RS Rathore… - Alexandria Engineering …, 2024 - Elsevier
Abstract Software Defined Networking (SDN) is a new network architecture theoretical
framework, which based on the partition of the control plane and the data plane. Some of the …

Enhanced Dual-Selection Krill Herd Strategy for Optimizing Network Lifetime and Stability in Wireless Sensor Networks

A Balaram, R Babu, M Mahdal, D Fathima, N Panwar… - Sensors, 2023 - mdpi.com
Wireless sensor networks (WSNs) enable communication among sensor nodes and require
efficient energy management for optimal operation under various conditions. Key challenges …

Smart urban planning: Intelligent cognitive analysis of healthcare data in cloud-based IoT

Z Gong, J Ji, P Tong, ASM Metwally, AK Dutta… - Computers and …, 2023 - Elsevier
In recent years, there has been a growing recognition among competent city developers and
researchers regarding the critical importance of integrating healthcare data analysis into …

XGBoost with Q-learning for complex data processing in business logistics management

J Zhong, X Hu, OA Alghamdi, S Elattar… - Information Processing & …, 2023 - Elsevier
The modern business landscape is characterized by complex technical information,
economic globalization, and high customer expectations. These factors have led to …

Integrating multi-criteria decision-making with hybrid deep learning for sentiment analysis in recommender systems

S Angamuthu, P Trojovský - PeerJ Computer Science, 2023 - peerj.com
Expert assessments with pre-defined numerical or language terms can limit the scope of
decision-making models. We propose that decision-making models can incorporate expert …